Towards Rule Learning Approaches to Instance-based Ontology Matching


Janssen, Frederik ; Fallahi, Faraz ; Noessner, Jan ; Paulheim, Heiko



URL: http://ceur-ws.org/Vol-868/paper2.pdf
Additional URL: http://www.ke.tu-darmstadt.de/know-a-lod-2012/wp-c...
Document Type: Conference or workshop publication
Year of publication: 2012
Book title: KNOW@LOD 2012, Knowledge Discovery and Data Mining Meets Linked Open Data : proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data
The title of a journal, publication series: CEUR Workshop Proceedings
Volume: 868
Page range: 13-18
Conference title: First international workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD)
Location of the conference venue: Heraklion, Greece
Date of the conference: May 27, 2012
Author/Publisher of the book
(only the first ones mentioned)
:
Völker, Johanna
Place of publication: Aachen
Publishing house: RWTH
ISSN: 1613-0073
Publication language: English
Institution: School of Business Informatics and Mathematics > Praktische Informatik II (Stuckenschmidt 2009-)
Subject: 004 Computer science, internet
Keywords (English): Rule Learning , Ontology Matching , Instanced-based
Abstract: Ontology matching approaches have mostly worked on the schema level so far. With the advent of Linked Open Data and the availability of a massive amount of instance information, instance-based approaches become possible. This position paper discusses approaches and challenges for using those instances as input for machine learning algorithms, with a focus on rule learning algorithms, as a means for ontology matching.

Dieser Eintrag ist Teil der Universitätsbibliographie.




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Janssen, Frederik ; Fallahi, Faraz ; Noessner, Jan ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Towards Rule Learning Approaches to Instance-based Ontology Matching. Völker, Johanna CEUR Workshop Proceedings 868 13-18 In: KNOW@LOD 2012, Knowledge Discovery and Data Mining Meets Linked Open Data : proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (2012) Aachen First international workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD) (Heraklion, Greece) [Conference or workshop publication]


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